Exploring Image Binarization Techniques (Studies in Computational Intelligence)
暫譯: 探索影像二值化技術(計算智慧研究)
Nabendu Chaki, Soharab Hossain Shaikh, Khalid Saeed
- 出版商: Springer
- 出版日期: 2014-05-28
- 售價: $4,510
- 貴賓價: 9.5 折 $4,285
- 語言: 英文
- 頁數: 82
- 裝訂: Hardcover
- ISBN: 8132219066
- ISBN-13: 9788132219064
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商品描述
The book focuses on an image processing technique known as binarization. It provides a comprehensive survey over existing binarization techniques for both document and graphic images. A number of evaluation techniques have been presented for quantitative comparison of different binarization methods. The book provides results obtained comparing a number of standard and widely used binarization algorithms using some standard evaluation metrics. The comparative results presented in tables and charts facilitates understanding the process. In addition to this, the book presents techniques for preparing a reference image which is very much important for quantitative evaluation of the binarization techniques. The results are produced taking image samples from standard image databases.
商品描述(中文翻譯)
本書專注於一種稱為二值化的影像處理技術。它對現有的文檔和圖形影像二值化技術進行了全面的調查。書中提出了多種評估技術,用於對不同二值化方法進行定量比較。書中提供了使用一些標準評估指標比較多種標準和廣泛使用的二值化演算法所獲得的結果。以表格和圖表呈現的比較結果有助於理解該過程。此外,本書還介紹了準備參考影像的技術,這對於二值化技術的定量評估非常重要。這些結果是從標準影像數據庫中提取影像樣本所產生的。